Juan Marcelo Parra Ullauri

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Complex Event Processing

Eligibility Traces

Reinforcement Learning

Top Venues

MoDELS (Companion)

FAS*W@SASO/ICAC

Publications

Runzhe Hao, Rasheed Hussain, Juan Marcelo Parra Ullauri, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
GAN-Based Privacy Abuse Attack on Federated Learning in IoT Networks. INFOCOM (Workshops) (2024)
Wilson Valdez Solis, Juan Marcelo Parra Ullauri, Attila Kertész
Exploring the Synergy of Fog Computing, Blockchain, and Federated Learning for IoT Applications: A Systematic Literature Review. IEEE Access 12 (2024)
Juan Marcelo Parra Ullauri, Xunzheng Zhang, Anderson Bravalheri, Shadi Moazzeni, Yulei Wu, Reza Nejabati, Dimitra Simeonidou
Federated Analytics for 6G Networks: Applications, Challenges, and Opportunities. IEEE Netw. 38 (2) (2024)
Juan Marcelo Parra Ullauri, Xunzheng Zhang, Anderson Bravalheri, Yulei Wu, Reza Nejabati, Dimitra Simeonidou
Federated Analytics for 6G Networks: Applications, Challenges, and Opportunities. CoRR (2024)
Xunzheng Zhang, Shadi Moazzeni, Juan Marcelo Parra Ullauri, Reza Nejabati, Dimitra Simeonidou
Federated Transfer Component Analysis Towards Effective VNF Profiling. CoRR (2024)
Liming Huang, Yulei Wu, Juan Marcelo Parra Ullauri, Reza Nejabati, Dimitra Simeonidou
AI Model Placement for 6G Networks under Epistemic Uncertainty Estimation. CoRR (2024)
Juan Marcelo Parra Ullauri, Hari Madhukumar, Adrian-Cristian Nicolaescu, Xunzheng Zhang, Anderson Bravalheri, Rasheed Hussain, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
kubeFlower: A privacy-preserving framework for Kubernetes-based federated learning in cloud-edge environments. Future Gener. Comput. Syst. 157 (2024)
Sima Bahrani, Rui Wang, Juan Marcelo Parra Ullauri, Romerson Deiny Oliveira, Reza Nejabati, Dimitra Simeonidou
Joint Network and Computing Resource Optimisation in Distributed Quantum Computing. OFC (2024)
Juan Marcelo Parra Ullauri, Luis F. Gonzalez, Anderson Bravalheri, Rasheed Hussain, Xenofon Vasilakos, Iván Vidal, Francisco Valera, Reza Nejabati, Dimitra Simeonidou
Privacy Preservation in Kubernetes-based Federated Learning: A Networking Approach. INFOCOM Workshops (2023)
Juan Marcelo Parra Ullauri, Chen Zhen, Antonio García-Domínguez, Nelly Bencomo, Changgang Zheng, Juan Boubeta-Puig, Guadalupe Ortiz, Shufan Yang
A Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning. CoRR (2023)
Juan Marcelo Parra Ullauri, Xunzheng Zhang, Anderson Bravalheri, Reza Nejabati, Dimitra Simeonidou
Federated Hyperparameter Optimisation with Flower and Optuna. SAC (2023)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo, Luis Hernán García Paucar
History-aware explanations: towards enabling human-in-the-loop in self-adaptive systems. MoDELS (Companion) (2022)
Changgang Zheng, Shufan Yang, Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo
Reward-Reinforced Generative Adversarial Networks for Multi-Agent Systems. IEEE Trans. Emerg. Top. Comput. Intell. 6 (3) (2022)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo, Changgang Zheng, Chen Zhen, Juan Boubeta-Puig, Guadalupe Ortiz, Shufan Yang
Event-driven temporal models for explanations - ETeMoX: explaining reinforcement learning. Softw. Syst. Model. 21 (3) (2022)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Juan Boubeta-Puig, Nelly Bencomo, Guadalupe Ortiz
Towards an architecture integrating complex event processing and temporal graphs for service monitoring. SAC (2021)
Changgang Zheng, Shufan Yang, Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo
Reward-Reinforced Reinforcement Learning for Multi-agent Systems. CoRR (2021)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Nelly Bencomo
From a Series of (Un)fortunate Events to Global Explainability of Runtime Model-Based Self-Adaptive Systems. MoDELS (Companion) (2021)
Juan Marcelo Parra Ullauri, Antonio García-Domínguez, Luis Hernán García Paucar, Nelly Bencomo
Temporal Models for History-Aware Explainability. SAM (2020)
Antonio García-Domínguez, Nelly Bencomo, Juan Marcelo Parra Ullauri, Luis Hernán García Paucar
Querying and Annotating Model Histories with Time-Aware Patterns. MoDELS (2019)
Antonio García-Domínguez, Nelly Bencomo, Juan Marcelo Parra Ullauri, Luis Hernán García Paucar
Towards History-Aware Self-Adaptation with Explanation Capabilities. FAS*W@SASO/ICAC (2019)